Functions

bootstrap_freq()

Bootstrapping analysis of random occurence

feature_importance()

Compute feature importance

fix_varnames()

Pretty the name of variables

make_feature_importance_plot()

Makes a dot chart of feature importance

plot_bootstrap_probability()

Visualize the probability result from bootstrapping analysis

plot_bootstrap_pvalue()

Visualize the p-value result from bootstrapping analysis

plot_pairwise_pvalue()

Visualize the p-value result from the statistical pair-wise analysis

sanitize_data()

Ensures that non-finite values are flagged as `NA`

significative_count_lollipop()

Makes a lollipop chart from pair-wise comparison data

significative_diff_boxplot()

Performs a pair-wise statistical test with posthoc test

Datasets

CA_geology

Geological map of California

SSCT_data

Statewide channel type dataset

SSCT_field_data

Statewide field dataset

SSCT_labelled_data

Statewide geospatial dataset